Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 33898 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.1 MiB |
| Average record size in memory | 96.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 9 |
| Categorical | 1 |
channel_avg_n_comments_7D has 727 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-07 13:12:58.190238 |
|---|---|
| Analysis finished | 2023-04-07 13:13:05.747932 |
| Duration | 7.56 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
publishedAt
Date
| Distinct | 5993 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 529.7 KiB |
| Minimum | 2022-10-09 13:14:18+00:00 |
|---|---|
| Maximum | 2023-03-31 04:00:14+00:00 |
view_count
Real number (ℝ)
| Distinct | 33590 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1751796.5 |
| Minimum | 26482 |
|---|---|
| Maximum | 1.5074426 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 529.7 KiB |
Quantile statistics
| Minimum | 26482 |
|---|---|
| 5-th percentile | 105618.85 |
| Q1 | 320921 |
| median | 703349 |
| Q3 | 1524981.8 |
| 95-th percentile | 5619751.6 |
| Maximum | 1.5074426 × 108 |
| Range | 1.5071778 × 108 |
| Interquartile range (IQR) | 1204060.8 |
Descriptive statistics
| Standard deviation | 4761838.9 |
|---|---|
| Coefficient of variation (CV) | 2.7182603 |
| Kurtosis | 188.69825 |
| Mean | 1751796.5 |
| Median Absolute Deviation (MAD) | 470497.5 |
| Skewness | 11.145621 |
| Sum | 5.9382398 × 1010 |
| Variance | 2.2675109 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 305217 | 2 | < 0.1% |
| 266618 | 2 | < 0.1% |
| 161343 | 2 | < 0.1% |
| 686953 | 2 | < 0.1% |
| 958233 | 2 | < 0.1% |
| 443308 | 2 | < 0.1% |
| 278339 | 2 | < 0.1% |
| 208891 | 2 | < 0.1% |
| 215651 | 2 | < 0.1% |
| 300409 | 2 | < 0.1% |
| Other values (33580) | 33878 |
| Value | Count | Frequency (%) |
| 26482 | 1 | |
| 26986 | 1 | |
| 27724 | 1 | |
| 28094 | 1 | |
| 28694 | 1 | |
| 28703 | 1 | |
| 29097 | 1 | |
| 29318 | 1 | |
| 29397 | 1 | |
| 29801 | 1 |
| Value | Count | Frequency (%) |
| 150744261 | 1 | |
| 142595834 | 1 | |
| 133488916 | 1 | |
| 123417009 | 1 | |
| 120081662 | 1 | |
| 110562954 | 1 | |
| 109615153 | 1 | |
| 99388127 | 1 | |
| 89148381 | 1 | |
| 86522175 | 1 |
category
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 529.7 KiB |
| Entertainment | |
|---|---|
| Sports | |
| Gaming | |
| Music | |
| People & Blogs | |
| Other values (9) |
Length
| Max length | 20 |
|---|---|
| Median length | 16 |
| Mean length | 9.5674376 |
| Min length | 5 |
Characters and Unicode
| Total characters | 324317 |
|---|---|
| Distinct characters | 34 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sports |
|---|---|
| 2nd row | Sports |
| 3rd row | Sports |
| 4th row | Sports |
| 5th row | Sports |
Common Values
| Value | Count | Frequency (%) |
| Entertainment | 7198 | |
| Sports | 6321 | |
| Gaming | 6187 | |
| Music | 4110 | |
| People & Blogs | 2988 | |
| Comedy | 1494 | 4.4% |
| Autos & Vehicles | 1030 | 3.0% |
| Science & Technology | 944 | 2.8% |
| Film & Animation | 895 | 2.6% |
| Education | 830 | 2.4% |
| Other values (4) | 1901 | 5.6% |
Length
| Value | Count | Frequency (%) |
| 7758 | ||
| entertainment | 7198 | |
| sports | 6321 | |
| gaming | 6187 | |
| music | 4110 | |
| people | 2988 | 6.0% |
| blogs | 2988 | 6.0% |
| comedy | 1494 | 3.0% |
| autos | 1030 | 2.1% |
| vehicles | 1030 | 2.1% |
| Other values (13) | 8310 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 33163 | 10.2% |
| n | 32822 | 10.1% |
| e | 29060 | 9.0% |
| i | 24668 | 7.6% |
| o | 20394 | 6.3% |
| s | 17696 | 5.5% |
| m | 16801 | 5.2% |
| a | 15643 | 4.8% |
| 15516 | 4.8% | |
| r | 13920 | 4.3% |
| Other values (24) | 104634 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 259387 | |
| Uppercase Letter | 41656 | 12.8% |
| Space Separator | 15516 | 4.8% |
| Other Punctuation | 7758 | 2.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 33163 | |
| n | 32822 | |
| e | 29060 | |
| i | 24668 | |
| o | 20394 | |
| s | 17696 | 6.8% |
| m | 16801 | 6.5% |
| a | 15643 | 6.0% |
| r | 13920 | 5.4% |
| l | 10746 | 4.1% |
| Other values (9) | 44474 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 8429 | |
| S | 7857 | |
| G | 6187 | |
| M | 4110 | |
| P | 3896 | |
| B | 2988 | 7.2% |
| A | 2057 | 4.9% |
| C | 1494 | 3.6% |
| T | 1345 | 3.2% |
| V | 1030 | 2.5% |
| Other values (3) | 2263 | 5.4% |
Space Separator
| Value | Count | Frequency (%) |
| 15516 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 7758 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 301043 | |
| Common | 23274 | 7.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 33163 | 11.0% |
| n | 32822 | 10.9% |
| e | 29060 | 9.7% |
| i | 24668 | 8.2% |
| o | 20394 | 6.8% |
| s | 17696 | 5.9% |
| m | 16801 | 5.6% |
| a | 15643 | 5.2% |
| r | 13920 | 4.6% |
| l | 10746 | 3.6% |
| Other values (22) | 86130 |
Common
| Value | Count | Frequency (%) |
| 15516 | ||
| & | 7758 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 324317 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 33163 | 10.2% |
| n | 32822 | 10.1% |
| e | 29060 | 9.0% |
| i | 24668 | 7.6% |
| o | 20394 | 6.3% |
| s | 17696 | 5.5% |
| m | 16801 | 5.2% |
| a | 15643 | 4.8% |
| 15516 | 4.8% | |
| r | 13920 | 4.3% |
| Other values (24) | 104634 |
category_trending_videos_last_7D
Real number (ℝ)
| Distinct | 356 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202.64045 |
| Minimum | 5 |
|---|---|
| Maximum | 504 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 529.7 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 111 |
| median | 218 |
| Q3 | 288 |
| 95-th percentile | 348 |
| Maximum | 504 |
| Range | 499 |
| Interquartile range (IQR) | 177 |
Descriptive statistics
| Standard deviation | 108.75667 |
|---|---|
| Coefficient of variation (CV) | 0.53669775 |
| Kurtosis | -0.80350732 |
| Mean | 202.64045 |
| Median Absolute Deviation (MAD) | 80 |
| Skewness | -0.11674056 |
| Sum | 6869106 |
| Variance | 11828.014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 317 | 640 | 1.9% |
| 286 | 347 | 1.0% |
| 283 | 347 | 1.0% |
| 288 | 282 | 0.8% |
| 306 | 275 | 0.8% |
| 301 | 271 | 0.8% |
| 311 | 270 | 0.8% |
| 293 | 260 | 0.8% |
| 274 | 244 | 0.7% |
| 284 | 242 | 0.7% |
| Other values (346) | 30720 |
| Value | Count | Frequency (%) |
| 5 | 50 | |
| 6 | 49 | |
| 7 | 44 | |
| 8 | 8 | < 0.1% |
| 9 | 11 | < 0.1% |
| 10 | 20 | 0.1% |
| 11 | 72 | |
| 12 | 67 | |
| 13 | 50 | |
| 14 | 32 |
| Value | Count | Frequency (%) |
| 504 | 83 | |
| 499 | 80 | |
| 466 | 80 | |
| 462 | 31 | 0.1% |
| 455 | 138 | |
| 445 | 90 | |
| 440 | 19 | 0.1% |
| 433 | 39 | 0.1% |
| 429 | 30 | 0.1% |
| 415 | 63 |
category_avg_n_views_7D
Real number (ℝ)
| Distinct | 1614 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1758975.7 |
| Minimum | 74799.833 |
|---|---|
| Maximum | 11352859 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 529.7 KiB |
Quantile statistics
| Minimum | 74799.833 |
|---|---|
| 5-th percentile | 589193.04 |
| Q1 | 957877.76 |
| median | 1299270.3 |
| Q3 | 2163793.7 |
| 95-th percentile | 4381006.5 |
| Maximum | 11352859 |
| Range | 11278059 |
| Interquartile range (IQR) | 1205916 |
Descriptive statistics
| Standard deviation | 1280774.5 |
|---|---|
| Coefficient of variation (CV) | 0.72813656 |
| Kurtosis | 6.5090711 |
| Mean | 1758975.7 |
| Median Absolute Deviation (MAD) | 470294.11 |
| Skewness | 2.1746577 |
| Sum | 5.962576 × 1010 |
| Variance | 1.6403834 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1538493.6 | 138 | 0.4% |
| 1539779.409 | 114 | 0.3% |
| 1028684.053 | 112 | 0.3% |
| 3734142.609 | 110 | 0.3% |
| 1802503.588 | 104 | 0.3% |
| 1155485.783 | 99 | 0.3% |
| 2369940.454 | 97 | 0.3% |
| 1483127.195 | 95 | 0.3% |
| 2794762.103 | 93 | 0.3% |
| 864553.218 | 93 | 0.3% |
| Other values (1604) | 32843 |
| Value | Count | Frequency (%) |
| 74799.83333 | 6 | < 0.1% |
| 87619.25 | 12 | |
| 104481.4286 | 7 | < 0.1% |
| 111687.2353 | 5 | < 0.1% |
| 129628.8824 | 12 | |
| 137080.3333 | 5 | < 0.1% |
| 146182.9167 | 5 | < 0.1% |
| 163911 | 10 | |
| 164576.7368 | 19 | |
| 195111.2973 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 11352859.15 | 13 | < 0.1% |
| 9164009.158 | 7 | < 0.1% |
| 8979632.617 | 9 | < 0.1% |
| 8722608.378 | 60 | |
| 8606437.75 | 15 | < 0.1% |
| 8162605.857 | 28 | |
| 8149681.604 | 22 | 0.1% |
| 8074313.73 | 20 | 0.1% |
| 8060189.117 | 5 | < 0.1% |
| 8001217.296 | 6 | < 0.1% |
category_avg_n_comments_7D
Real number (ℝ)
| Distinct | 1614 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4952.6759 |
| Minimum | 54.583333 |
|---|---|
| Maximum | 35276.114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 529.7 KiB |
Quantile statistics
| Minimum | 54.583333 |
|---|---|
| 5-th percentile | 1218.9111 |
| Q1 | 2306.2552 |
| median | 3463.1033 |
| Q3 | 5524.4966 |
| 95-th percentile | 14995.633 |
| Maximum | 35276.114 |
| Range | 35221.531 |
| Interquartile range (IQR) | 3218.2414 |
Descriptive statistics
| Standard deviation | 4701.1316 |
|---|---|
| Coefficient of variation (CV) | 0.94921044 |
| Kurtosis | 8.7775974 |
| Mean | 4952.6759 |
| Median Absolute Deviation (MAD) | 1451.6986 |
| Skewness | 2.7597684 |
| Sum | 1.6788581 × 108 |
| Variance | 22100639 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4184.098901 | 138 | 0.4% |
| 4608.636888 | 114 | 0.3% |
| 1897.099071 | 112 | 0.3% |
| 27244.28151 | 110 | 0.3% |
| 4836.522876 | 104 | 0.3% |
| 2082.101648 | 99 | 0.3% |
| 6048.660305 | 97 | 0.3% |
| 6356.809339 | 95 | 0.3% |
| 12622.27273 | 93 | 0.3% |
| 1827.017442 | 93 | 0.3% |
| Other values (1604) | 32843 |
| Value | Count | Frequency (%) |
| 54.58333333 | 12 | < 0.1% |
| 88.29411765 | 5 | < 0.1% |
| 333.8 | 10 | < 0.1% |
| 394.2666667 | 5 | < 0.1% |
| 408.5 | 6 | < 0.1% |
| 418.4782609 | 6 | < 0.1% |
| 445.2727273 | 6 | < 0.1% |
| 537.2857143 | 7 | < 0.1% |
| 588.8684211 | 21 | |
| 592.862963 | 48 |
| Value | Count | Frequency (%) |
| 35276.11429 | 1 | < 0.1% |
| 31625.04082 | 3 | < 0.1% |
| 31077.675 | 9 | < 0.1% |
| 30601.07389 | 6 | < 0.1% |
| 30432.98058 | 25 | |
| 30085.6789 | 35 | |
| 28917.18812 | 22 | |
| 28350.33835 | 28 | |
| 28074.18627 | 30 | |
| 28044.48523 | 12 | < 0.1% |
category_view_like_ratio_7D
Real number (ℝ)
| Distinct | 1614 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.202262 |
| Minimum | 8.8122127 |
|---|---|
| Maximum | 414.90519 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 529.7 KiB |
Quantile statistics
| Minimum | 8.8122127 |
|---|---|
| 5-th percentile | 14.101034 |
| Q1 | 18.734631 |
| median | 22.350293 |
| Q3 | 31.96496 |
| 95-th percentile | 55.536422 |
| Maximum | 414.90519 |
| Range | 406.09297 |
| Interquartile range (IQR) | 13.230329 |
Descriptive statistics
| Standard deviation | 18.16419 |
|---|---|
| Coefficient of variation (CV) | 0.64406854 |
| Kurtosis | 116.8715 |
| Mean | 28.202262 |
| Median Absolute Deviation (MAD) | 4.6731434 |
| Skewness | 7.0359266 |
| Sum | 956000.27 |
| Variance | 329.93778 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21.41514143 | 138 | 0.4% |
| 22.35029343 | 114 | 0.3% |
| 52.44197338 | 112 | 0.3% |
| 12.79063599 | 110 | 0.3% |
| 22.89348893 | 104 | 0.3% |
| 49.59471696 | 99 | 0.3% |
| 24.21173313 | 97 | 0.3% |
| 17.67715003 | 95 | 0.3% |
| 19.16403999 | 93 | 0.3% |
| 50.33720592 | 93 | 0.3% |
| Other values (1604) | 32843 |
| Value | Count | Frequency (%) |
| 8.812212714 | 7 | < 0.1% |
| 8.962186619 | 28 | |
| 9.203613064 | 34 | |
| 9.734069319 | 6 | < 0.1% |
| 9.764872605 | 15 | |
| 9.772804038 | 14 | |
| 9.817020806 | 10 | < 0.1% |
| 10.09641748 | 1 | < 0.1% |
| 10.1396995 | 7 | < 0.1% |
| 10.14014852 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 414.9051876 | 13 | |
| 395.6723865 | 6 | |
| 247.9343087 | 2 | < 0.1% |
| 218.2694187 | 12 | |
| 153.3788298 | 10 | |
| 151.8580327 | 6 | |
| 149.7723671 | 4 | < 0.1% |
| 149.4290223 | 8 | |
| 147.0681675 | 5 | < 0.1% |
| 137.3814237 | 9 |
channel_trending_videos_last_7D
Real number (ℝ)
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7085374 |
| Minimum | 1 |
|---|---|
| Maximum | 34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 529.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 17 |
| Maximum | 34 |
| Range | 33 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.1980232 |
|---|---|
| Coefficient of variation (CV) | 0.544594 |
| Kurtosis | 7.2408343 |
| Mean | 7.7085374 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4502119 |
| Sum | 261304 |
| Variance | 17.623399 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 9144 | |
| 5 | 7148 | |
| 7 | 5234 | |
| 4 | 1947 | 5.7% |
| 8 | 1878 | 5.5% |
| 11 | 1315 | 3.9% |
| 10 | 1275 | 3.8% |
| 9 | 1083 | 3.2% |
| 12 | 888 | 2.6% |
| 14 | 542 | 1.6% |
| Other values (23) | 3444 | 10.2% |
| Value | Count | Frequency (%) |
| 1 | 59 | 0.2% |
| 2 | 86 | 0.3% |
| 3 | 354 | 1.0% |
| 4 | 1947 | 5.7% |
| 5 | 7148 | |
| 6 | 9144 | |
| 7 | 5234 | |
| 8 | 1878 | 5.5% |
| 9 | 1083 | 3.2% |
| 10 | 1275 | 3.8% |
| Value | Count | Frequency (%) |
| 34 | 7 | < 0.1% |
| 33 | 12 | < 0.1% |
| 32 | 16 | < 0.1% |
| 30 | 59 | |
| 29 | 36 | 0.1% |
| 28 | 38 | 0.1% |
| 27 | 97 | |
| 26 | 91 | |
| 25 | 76 | |
| 24 | 55 |
channel_avg_n_views_7D
Real number (ℝ)
| Distinct | 5770 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1727278.7 |
| Minimum | 29789.4 |
|---|---|
| Maximum | 1.0492049 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 529.7 KiB |
Quantile statistics
| Minimum | 29789.4 |
|---|---|
| 5-th percentile | 110805.78 |
| Q1 | 336332.45 |
| median | 736641.17 |
| Q3 | 1515929.1 |
| 95-th percentile | 5622355.1 |
| Maximum | 1.0492049 × 108 |
| Range | 1.048907 × 108 |
| Interquartile range (IQR) | 1179596.6 |
Descriptive statistics
| Standard deviation | 4389452 |
|---|---|
| Coefficient of variation (CV) | 2.5412528 |
| Kurtosis | 156.95502 |
| Mean | 1727278.7 |
| Median Absolute Deviation (MAD) | 482864.47 |
| Skewness | 10.371094 |
| Sum | 5.8551294 × 1010 |
| Variance | 1.9267289 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 911073.0333 | 30 | 0.1% |
| 1989694.619 | 21 | 0.1% |
| 2445473.81 | 21 | 0.1% |
| 1056070.19 | 21 | 0.1% |
| 893216.5926 | 20 | 0.1% |
| 2993020.35 | 20 | 0.1% |
| 947033.7368 | 19 | 0.1% |
| 286113.3684 | 19 | 0.1% |
| 3911324.111 | 18 | 0.1% |
| 478463.3846 | 18 | 0.1% |
| Other values (5760) | 33691 |
| Value | Count | Frequency (%) |
| 29789.4 | 5 | |
| 30716.6 | 5 | |
| 31261.77778 | 4 | |
| 33395 | 5 | |
| 36857.5 | 6 | |
| 38580.25 | 4 | |
| 39489.25 | 4 | |
| 41025 | 3 | |
| 42150.5 | 6 | |
| 42602.2 | 5 |
| Value | Count | Frequency (%) |
| 104920490 | 8 | |
| 88541367.83 | 6 | |
| 68882988.5 | 6 | |
| 63922000.4 | 5 | |
| 58898796.71 | 7 | |
| 56486886.5 | 10 | |
| 55343559.67 | 12 | |
| 47753238.43 | 7 | |
| 46831017.29 | 7 | |
| 45298977.86 | 7 |
channel_avg_n_comments_7D
Real number (ℝ)
| Distinct | 5458 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4919.3035 |
| Minimum | 0 |
|---|---|
| Maximum | 391532.33 |
| Zeros | 727 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 529.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 151 |
| Q1 | 732.4 |
| median | 1754.7812 |
| Q3 | 4073.8333 |
| 95-th percentile | 14956.767 |
| Maximum | 391532.33 |
| Range | 391532.33 |
| Interquartile range (IQR) | 3341.4333 |
Descriptive statistics
| Standard deviation | 16396.445 |
|---|---|
| Coefficient of variation (CV) | 3.3330827 |
| Kurtosis | 235.66761 |
| Mean | 4919.3035 |
| Median Absolute Deviation (MAD) | 1284.9351 |
| Skewness | 13.268641 |
| Sum | 1.6675455 × 108 |
| Variance | 2.6884342 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 727 | 2.1% |
| 7781.4 | 30 | 0.1% |
| 295 | 28 | 0.1% |
| 242 | 22 | 0.1% |
| 3495.761905 | 21 | 0.1% |
| 1459.952381 | 21 | 0.1% |
| 2755.952381 | 21 | 0.1% |
| 1733 | 21 | 0.1% |
| 4430.5 | 20 | 0.1% |
| 1181.259259 | 20 | 0.1% |
| Other values (5448) | 32967 |
| Value | Count | Frequency (%) |
| 0 | 727 | |
| 1.2 | 5 | < 0.1% |
| 7.428571429 | 7 | < 0.1% |
| 10.16666667 | 6 | < 0.1% |
| 21.66666667 | 6 | < 0.1% |
| 24.85714286 | 7 | < 0.1% |
| 25.71428571 | 7 | < 0.1% |
| 35 | 5 | < 0.1% |
| 42.8 | 5 | < 0.1% |
| 43.66666667 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 391532.3333 | 6 | |
| 390366.75 | 8 | |
| 328344 | 7 | |
| 305362.3077 | 8 | |
| 262989.6429 | 8 | |
| 257948.3333 | 6 | |
| 240337.3333 | 1 | < 0.1% |
| 215094.8 | 5 | |
| 204925.3846 | 6 | |
| 203784.375 | 8 |
channel_view_like_ratio_7D
Real number (ℝ)
| Distinct | 5756 |
|---|---|
| Distinct (%) | 17.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 101 |
| Infinite (%) | 0.3% |
| Mean | inf |
| Minimum | 4.1385639 |
|---|---|
| Maximum | inf |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 529.7 KiB |
Quantile statistics
| Minimum | 4.1385639 |
|---|---|
| 5-th percentile | 10.297411 |
| Q1 | 16.877873 |
| median | 24.756944 |
| Q3 | 43.201361 |
| 95-th percentile | 117.70071 |
| Maximum | inf |
| Range | inf |
| Interquartile range (IQR) | 26.323489 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | inf |
| Median Absolute Deviation (MAD) | 10.162117 |
| Skewness | nan |
| Sum | inf |
| Variance | nan |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| inf | 101 | 0.3% |
| 8.547934337 | 30 | 0.1% |
| 45.99068812 | 21 | 0.1% |
| 84.94773089 | 21 | 0.1% |
| 41.18057977 | 21 | 0.1% |
| 73.64417762 | 20 | 0.1% |
| 46.6807506 | 20 | 0.1% |
| 199.9204591 | 19 | 0.1% |
| 86.71208448 | 19 | 0.1% |
| 24.59906717 | 18 | 0.1% |
| Other values (5746) | 33608 |
| Value | Count | Frequency (%) |
| 4.138563933 | 5 | |
| 4.472997723 | 6 | |
| 4.740583372 | 4 | |
| 4.755976823 | 3 | |
| 5.131904613 | 1 | < 0.1% |
| 5.266603018 | 7 | |
| 5.437194522 | 6 | |
| 5.468607468 | 1 | < 0.1% |
| 5.556350062 | 5 | |
| 5.566456527 | 6 |
| Value | Count | Frequency (%) |
| inf | 101 | |
| 222729.8794 | 7 | < 0.1% |
| 20864.01656 | 6 | < 0.1% |
| 14370.46102 | 6 | < 0.1% |
| 2571.620098 | 3 | < 0.1% |
| 2380.256243 | 7 | < 0.1% |
| 1770.795299 | 8 | < 0.1% |
| 1576.339196 | 5 | < 0.1% |
| 1183.769964 | 7 | < 0.1% |
| 1053.161757 | 6 | < 0.1% |
| publishedAt | view_count | category | category_trending_videos_last_7D | category_avg_n_views_7D | category_avg_n_comments_7D | category_view_like_ratio_7D | channel_trending_videos_last_7D | channel_avg_n_views_7D | channel_avg_n_comments_7D | channel_view_like_ratio_7D | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-10-09 17:56:00+00:00 | 1089996 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 9.0 | 1.126564e+06 | 2158.333333 | 63.276702 |
| 1 | 2022-10-09 19:43:00+00:00 | 546401 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 13.0 | 4.583885e+05 | 489.153846 | 35.937076 |
| 2 | 2022-10-09 20:30:22+00:00 | 1013753 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 9.0 | 1.126564e+06 | 2158.333333 | 63.276702 |
| 3 | 2022-10-09 16:00:40+00:00 | 1838198 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 7.0 | 2.402675e+06 | 2003.428571 | 43.527955 |
| 4 | 2022-10-09 16:14:03+00:00 | 503142 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 9.0 | 1.126564e+06 | 2158.333333 | 63.276702 |
| 5 | 2022-10-09 17:56:21+00:00 | 57515 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 5.0 | 6.531740e+04 | 962.200000 | 34.921621 |
| 6 | 2022-10-09 17:56:00+00:00 | 1333267 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 9.0 | 1.126564e+06 | 2158.333333 | 63.276702 |
| 7 | 2022-10-09 21:00:31+00:00 | 734585 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 6.0 | 8.471627e+05 | 357.833333 | 65.937318 |
| 8 | 2022-10-09 20:30:22+00:00 | 1315262 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 9.0 | 1.126564e+06 | 2158.333333 | 63.276702 |
| 9 | 2022-10-09 23:00:13+00:00 | 3528836 | Sports | 52.0 | 1.305889e+06 | 1444.365385 | 37.422898 | 6.0 | 4.140492e+06 | 2744.833333 | 35.845885 |
| publishedAt | view_count | category | category_trending_videos_last_7D | category_avg_n_views_7D | category_avg_n_comments_7D | category_view_like_ratio_7D | channel_trending_videos_last_7D | channel_avg_n_views_7D | channel_avg_n_comments_7D | channel_view_like_ratio_7D | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 33888 | 2023-03-26 18:15:05+00:00 | 863118 | Science & Technology | 43.0 | 1.473527e+06 | 7039.348837 | 15.594191 | 4.0 | 8.199628e+05 | 4349.250000 | 13.778687 |
| 33889 | 2023-03-24 08:26:01+00:00 | 5744198 | Science & Technology | 57.0 | 2.917045e+06 | 8580.350877 | 18.688251 | 7.0 | 5.329434e+06 | 31371.000000 | 13.122355 |
| 33890 | 2023-03-24 17:00:01+00:00 | 2087856 | Science & Technology | 57.0 | 2.917045e+06 | 8580.350877 | 18.688251 | 6.0 | 1.503540e+06 | 4381.666667 | 25.243485 |
| 33891 | 2023-03-25 07:16:58+00:00 | 704267 | Science & Technology | 39.0 | 1.540560e+06 | 7315.256410 | 15.707171 | 5.0 | 6.642448e+05 | 1631.800000 | 15.052820 |
| 33892 | 2023-03-29 20:14:44+00:00 | 247372 | Science & Technology | 34.0 | 1.732413e+06 | 8922.235294 | 15.045776 | 1.0 | 2.473720e+05 | 305.000000 | 25.605217 |
| 33893 | 2023-03-27 20:49:43+00:00 | 1543932 | Science & Technology | 38.0 | 1.617551e+06 | 8364.526316 | 15.326256 | 3.0 | 1.404840e+06 | 9032.333333 | 20.233030 |
| 33894 | 2023-03-27 17:07:16+00:00 | 339363 | Science & Technology | 38.0 | 1.617551e+06 | 8364.526316 | 15.326256 | 3.0 | 2.788273e+05 | 718.666667 | 36.425797 |
| 33895 | 2023-03-26 18:15:05+00:00 | 998388 | Science & Technology | 43.0 | 1.473527e+06 | 7039.348837 | 15.594191 | 4.0 | 8.199628e+05 | 4349.250000 | 13.778687 |
| 33896 | 2023-03-24 08:26:01+00:00 | 5809755 | Science & Technology | 57.0 | 2.917045e+06 | 8580.350877 | 18.688251 | 7.0 | 5.329434e+06 | 31371.000000 | 13.122355 |
| 33897 | 2023-03-24 17:00:01+00:00 | 2200584 | Science & Technology | 57.0 | 2.917045e+06 | 8580.350877 | 18.688251 | 6.0 | 1.503540e+06 | 4381.666667 | 25.243485 |